最新代码

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2026-03-20 18:13:52 +08:00
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commit 6c74bef8da
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from typing import List, Dict, Any, Optional
from datetime import datetime
from pathlib import Path
from pydantic import BaseModel, Field
import json
class Message(BaseModel):
"""消息类代表JSONL文件中的一行消息内容"""
name: str = Field(..., description="发言者名称")
is_user: bool = Field(..., description="是否为用户消息true=用户false=AI/角色)")
is_system: bool = Field(False, description="是否为系统消息(系统消息在文本导出时会被排除)")
send_date: str = Field(default_factory=lambda: str(int(datetime.now().timestamp() * 1000)),
description="发送时间戳Unix毫秒数")
mes: str = Field(..., description="消息正文内容")
extra: Dict[str, Any] = Field(default_factory=dict, description="额外信息包含推理内容、API、模型等")
swipes: List[str] = Field(default_factory=list, description="备选回复列表")
swipe_id: int = Field(0, description="当前选中的备选索引0=第一条)")
swipe_info: List[Dict[str, Any]] = Field(default_factory=list, description="每个备选回复的生成信息")
title: str = Field("", description="消息标题,用于消息摘要或分支标记")
force_avatar: Optional[str] = Field(None, description="强制头像路径")
variables: List[Any] = Field(default_factory=list, description="变量值数组")
variables_initialized: List[bool] = Field(default_factory=list, description="变量初始化状态数组")
is_ejs_processed: List[bool] = Field(default_factory=list, description="EJS模板处理状态数组")
gen_started: Optional[str] = Field(None, description="生成开始时间戳Unix毫秒数")
gen_finished: Optional[str] = Field(None, description="生成结束时间戳Unix毫秒数")
class ChatMetadata(BaseModel):
"""聊天元数据模型代表JSONL文件的第一行内容"""
integrity: str = Field("", description="完整性校验哈希值UUID格式")
chat_id_hash: str = Field("", description="聊天ID哈希值")
note_prompt: str = Field("", description="笔记提示词")
note_interval: int = Field(0, description="笔记间隔(整数)")
note_position: int = Field(0, description="笔记位置(整数)")
note_depth: int = Field(0, description="笔记深度(整数)")
note_role: int = Field(0, description="笔记角色整数0=用户1=助手)")
extensions: Dict[str, Any] = Field(default_factory=dict, description="扩展信息如LittleWhiteBox等")
timedWorldInfo: Dict[str, Any] = Field(default_factory=dict, description="定时世界信息")
variables: Dict[str, Any] = Field(default_factory=dict, description="变量字典")
tainted: bool = Field(False, description="是否被污染")
lastInContextMessageId: int = Field(-1, description="上下文中最后一条消息的ID")
class ChatFile(BaseModel):
"""聊天文件类,包含元数据和消息列表"""
user_name: str = Field("User", description="用户名")
character_name: str = Field("Assistant", description="角色名")
create_date: str = Field(default_factory=lambda: datetime.now().isoformat(), description="创建日期ISO 8601格式")
chat_metadata: ChatMetadata = Field(default_factory=ChatMetadata, description="聊天元数据")
messages: List[Message] = Field(default_factory=list, description="消息列表")
class Config:
arbitrary_types_allowed = True
def load_chat_file_data(chat_name: str, role_name: str, base_path: Path = None) -> Dict[str, Any]:
"""
从文件系统加载聊天原始数据
参数:
chat_name: 聊天名称
role_name: 角色名称
base_path: 基础路径,默认为项目数据目录
返回:
dict: 包含元数据和消息列表的原始数据字典
"""
# 设置默认基础路径
if base_path is None:
from backend.core.config import settings
base_path = settings.DATA_PATH / "chat"
# 构建文件路径
file_path = base_path / role_name / f"{chat_name}.jsonl"
# 检查文件是否存在
if not file_path.exists():
raise FileNotFoundError(f"聊天文件不存在: {file_path}")
# 读取文件内容
result = {
"user_name": "User",
"character_name": role_name,
"create_date": datetime.now().isoformat(),
"chat_metadata": {},
"messages": []
}
with open(file_path, 'r', encoding='utf-8') as f:
for line in f:
try:
# 解析JSON行
line_data = json.loads(line.strip())
# 添加到消息列表
result["messages"].append(line_data)
except json.JSONDecodeError:
continue
return result
def create_chat_file_from_data(data: Dict[str, Any]) -> ChatFile:
"""
从原始数据创建ChatFile对象
参数:
data: 包含元数据和消息列表的原始数据字典
返回:
ChatFile: 创建的聊天文件对象
"""
# 提取元数据
metadata = data.get("chat_metadata", {})
chat_metadata = ChatMetadata(**metadata)
# 处理消息列表
messages = []
for msg_data in data.get("messages", []):
# 转换为Message对象
message = Message(
name=msg_data.get('name', ''),
is_user=msg_data.get('is_user', False),
send_date=msg_data.get('send_date', ''),
mes=msg_data.get('content', ''),
swipes=msg_data.get('swipes', []),
swipe_id=msg_data.get('swipes_id', 0)
)
messages.append(message)
# 创建并返回ChatFile对象
return ChatFile(
user_name=data.get("user_name", "User"),
character_name=data.get("character_name", "Assistant"),
create_date=data.get("create_date", datetime.now().isoformat()),
chat_metadata=chat_metadata,
messages=messages
)
def load_chat_file(chat_name: str, role_name: str, base_path: Path = None) -> ChatFile:
"""
从文件系统加载聊天数据并创建ChatFile对象
参数:
chat_name: 聊天名称
role_name: 角色名称
base_path: 基础路径,默认为项目数据目录
返回:
ChatFile: 加载的聊天文件对象
"""
# 加载原始数据
data = load_chat_file_data(chat_name, role_name, base_path)
# 创建ChatFile对象
return create_chat_file_from_data(data)